Joint contributions of the gut microbiota and host genetics to feed efficiency in chickens

被引:97
|
作者
Wen, Chaoliang [1 ,2 ]
Yan, Wei [1 ,2 ]
Mai, Chunning [1 ,2 ]
Duan, Zhongyi [1 ,2 ,3 ]
Zheng, Jiangxia [1 ,2 ]
Sun, Congjiao [1 ,2 ]
Yang, Ning [1 ,2 ]
机构
[1] China Agr Univ, Minist Agr & Rural Affairs, Natl Engn Lab Anim Breeding, Beijing 100193, Peoples R China
[2] China Agr Univ, Minist Agr & Rural Affairs, Key Lab Anim Genet Breeding & Reprod, Beijing 100193, Peoples R China
[3] Natl Anim Husb Serv, Beijing 100125, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
Chicken; Feed efficiency; Genetic variations; Gut microbiota; Spatial heterogeneity; GENOME-WIDE ASSOCIATION; VOLATILE FATTY-ACIDS; CECAL MICROBIOTA; RUMEN; REVEALS; GROWTH; DIET; IDENTIFICATION; LACTOBACILLUS; FERMENTATION;
D O I
10.1186/s40168-021-01040-x
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Background: Feed contributes most to livestock production costs. Improving feed efficiency is crucial to increase profitability and sustainability for animal production. Host genetics and the gut microbiota can both influence the host phenotype. However, the association between the gut microbiota and host genetics and their joint contribution to feed efficiency in chickens is largely unclear. Results: Here, we examined microbial data from the duodenum, jejunum, ileum, cecum, and feces in 206 chickens and their host genotypes and confirmed that the microbial phenotypes and co-occurrence networks exhibited dramatic spatial heterogeneity along the digestive tract. The correlations between host genetic kinship and gut microbial similarities within different sampling sites were weak, with coefficients ranging from - 0.07 to 0.08. However, microbial genome-wide analysis revealed that genetic markers near or inside the genes MTHFD1L and LARGE1 were associated with the abundances of cecal Megasphaera and Parabacteroides, respectively. The effect of host genetics on residual feed intake (RFI) was 39%. We further identified three independent genetic variations that were related to feed efficiency and had a modest effect on the gut microbiota. The contributions of the gut microbiota from the different parts of the intestinal tract on RFI were distinct. The cecal microbiota accounted for 28% of the RFI variance, a value higher than that explained by the duodenal, jejunal, ileal, and fecal microbiota. Additionally, six bacteria exhibited significant associations with RFI. Specifically, lower abundances of duodenal Akkermansia muciniphila and cecal Parabacteroides and higher abundances of cecal Lactobacillus, Corynebacterium, Coprobacillus, and Slackia were related to better feed efficiency. Conclusions: Our findings solidified the notion that both host genetics and the gut microbiota, especially the cecal microbiota, can drive the variation in feed efficiency. Although host genetics has a limited effect on the entire microbial community, a small fraction of gut microorganisms tends to interact with host genes, jointly contributing to feed efficiency. Therefore, the gut microbiota and host genetic variations can be simultaneously targeted by favoring more-efficient taxa and selective breeding to improve feed efficiency in chickens.
引用
收藏
页数:23
相关论文
共 50 条
  • [31] Disentangling the effect of host genetics and gut microbiota on resistance to an intestinal parasite
    Faivre, Bruno
    Bellenger, Jerome
    Rieu, Aurelie
    Guivier, Emmanuel
    Galan, Maxime
    Ollivier, Anthony
    Poloni, Lauriane
    Sorci, Gabriele
    INTERNATIONAL JOURNAL FOR PARASITOLOGY, 2019, 49 (11) : 873 - 883
  • [32] Environment dominates over host genetics in shaping human gut microbiota
    Daphna Rothschild
    Omer Weissbrod
    Elad Barkan
    Alexander Kurilshikov
    Tal Korem
    David Zeevi
    Paul I. Costea
    Anastasia Godneva
    Iris N. Kalka
    Noam Bar
    Smadar Shilo
    Dar Lador
    Arnau Vich Vila
    Niv Zmora
    Meirav Pevsner-Fischer
    David Israeli
    Noa Kosower
    Gal Malka
    Bat Chen Wolf
    Tali Avnit-Sagi
    Maya Lotan-Pompan
    Adina Weinberger
    Zamir Halpern
    Shai Carmi
    Jingyuan Fu
    Cisca Wijmenga
    Alexandra Zhernakova
    Eran Elinav
    Eran Segal
    Nature, 2018, 555 : 210 - 215
  • [33] Environment dominates over host genetics in shaping human gut microbiota
    Rothschild, Daphna
    Weissbrod, Omer
    Barkan, Elad
    Kurilshikov, Alexander
    Korem, Tal
    Zeevi, David
    Costea, Paul I.
    Godneva, Anastasia
    Kalka, Iris N.
    Bar, Noam
    Shilo, Smadar
    Lador, Dar
    Vila, Arnau Vich
    Zmora, Niv
    Pevsner-Fischer, Meirav
    Israeli, David
    Kosower, Noa
    Malka, Gal
    Wolf, Bat Chen
    Avnit-Sagi, Tali
    Lotan-Pompan, Maya
    Weinberger, Adina
    Halpern, Zamir
    Carmi, Shai
    Fu, Jingyuan
    Wijmenga, Cisca
    Zhernakova, Alexandra
    Elinav, Eran
    Segal, Eran
    NATURE, 2018, 555 (7695) : 210 - +
  • [34] Leveraging host-genetics and gut microbiota to determine immunocompetence in pigs
    Yuliaxis Ramayo-Caldas
    Laura M. Zingaretti
    David Pérez-Pascual
    Pamela A. Alexandre
    Antonio Reverter
    Antoni Dalmau
    Raquel Quintanilla
    Maria Ballester
    Animal Microbiome, 3
  • [35] Calcium deposition in chicken eggshells: role of host genetics and gut microbiota
    Jin, Jiaming
    Li, Quanlin
    Zhou, Qianqian
    Li, Xiaochang
    Lan, Fangren
    Wen, Chaoliang
    Wu, Guiqin
    Li, Guangqi
    Yan, Yiyuan
    Yang, Ning
    Sun, Congjiao
    POULTRY SCIENCE, 2024, 103 (10)
  • [36] Prebiotics and gut microbiota in chickens
    Pourabedin, Mohsen
    Zhao, Xin
    FEMS MICROBIOLOGY LETTERS, 2015, 362 (15)
  • [37] Effect of host genetics on gut microbiota composition in an italian honeybee breeding population
    De Iorio, M. G.
    Pagnacco, G.
    Tiezzi, F.
    Minozzi, G.
    ITALIAN JOURNAL OF ANIMAL SCIENCE, 2024, 23 (01) : 1732 - 1740
  • [38] Feed Restriction Modulates the Fecal Microbiota Composition, Nutrient Retention, and Feed Efficiency in Chickens Divergent in Residual Feed Intake
    Siegerstetter, Sina-Catherine
    Petri, Renee M.
    Magowan, Elizabeth
    Lawlor, Peadar G.
    Zebeli, Qendrim
    O'Connell, Niamh E.
    Metzler-Zebeli, Barbara U.
    FRONTIERS IN MICROBIOLOGY, 2018, 9
  • [39] Diet, Gut Microbiota, and Obesity: Links with Host Genetics and Epigenetics and Potential Applications
    Cuevas-Sierra, Amanda
    Ramos-Lopez, Omar
    Riezu-Boj, Jose I.
    Milagro, Fermin I.
    Alfredo Martinez, J.
    ADVANCES IN NUTRITION, 2019, 10 : S17 - S30
  • [40] Interactions between host genetics and gut microbiota determine susceptibility to CNS autoimmunity
    Montgomery, Theresa L.
    Kunstner, Axel
    Kennedy, Josephine J.
    Fang, Qian
    Asarian, Lori
    Culp-Hill, Rachel
    D'Alessandro, Angelo
    Teuscher, Cory
    Busch, Hauke
    Krementsov, Dimitry N.
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2020, 117 (44) : 27516 - 27527